[0]
__________________________________________________________________________________________________
conv2d_73 (Conv2D) (None, 7, 7, 192) 147456 average_pooling2d_6[0][0]
__________________________________________________________________________________________________
batch_normalization_60 (BatchNo (None, 7, 7, 192) 576 conv2d_64[0][0]
__________________________________________________________________________________________________
batch_normalization_63 (BatchNo (None, 7, 7, 192) 576 conv2d_67[0][0]
__________________________________________________________________________________________________
batch_normalization_68 (BatchNo (None, 7, 7, 192) 576 conv2d_72[0][0]
__________________________________________________________________________________________________
batch_normalization_69 (BatchNo (None, 7, 7, 192) 576 conv2d_73[0][0]
__________________________________________________________________________________________________
activation_61 (Activation) (None, 7, 7, 192) 0 batch_normalization_60[0][0]
__________________________________________________________________________________________________
activation_64 (Activation) (None, 7, 7, 192) 0 batch_normalization_63[0][0]
__________________________________________________________________________________________________
activation_69 (Activation) (None, 7, 7, 192) 0 batch_normalization_68[0][0]
__________________________________________________________________________________________________
activation_70 (Activation) (None, 7, 7, 192) 0 batch_normalization_69[0][0]
__________________________________________________________________________________________________
mixed7 (Concatenate) (None, 7, 7, 768) 0 activation_61[0][0]
activation_64[0][0]
activation_69[0][0]
activation_70[0][0]
__________________________________________________________________________________________________
conv2d_76 (Conv2D) (None, 7, 7, 192) 147456 mixed7[0][0]
__________________________________________________________________________________________________
batch_normalization_72 (BatchNo (None, 7, 7, 192) 576 conv2d_76[0][0]
__________________________________________________________________________________________________
activation_73 (Activation) (None, 7, 7, 192) 0 batch_normalization_72[0][0]
__________________________________________________________________________________________________
conv2d_77 (Conv2D) (None, 7, 7, 192) 258048 activation_73[0][0]
__________________________________________________________________________________________________
batch_normalization_73 (BatchNo (None, 7, 7, 192) 576 conv2d_77[0][0]
__________________________________________________________________________________________________
activation_74 (Activation) (None, 7, 7, 192) 0 batch_normalization_73[0][0]
__________________________________________________________________________________________________
conv2d_74 (Conv2D) (None, 7, 7, 192) 147456 mixed7[0][0]
__________________________________________________________________________________________________
conv2d_78 (Conv2D) (None, 7, 7, 192) 258048 activation_74[0][0]
__________________________________________________________________________________________________
batch_normalization_70 (BatchNo (None, 7, 7, 192) 576 conv2d_74[0][0]
__________________________________________________________________________________________________
batch_normalization_74 (BatchNo (None, 7, 7, 192) 576 conv2d_78[0][0]
__________________________________________________________________________________________________
activation_71 (Activation) (None, 7, 7, 192) 0 batch_normalization_70[0][0]
__________________________________________________________________________________________________
activation_75 (Activation) (None, 7, 7, 192) 0 batch_normalization_74[0][0]
__________________________________________________________________________________________________
conv2d_75 (Conv2D) (None, 3, 3, 320) 552960 activation_71[0][0]
__________________________________________________________________________________________________
conv2d_79 (Conv2D) (None, 3, 3, 192) 331776 activation_75[0][0]
__________________________________________________________________________________________________
batch_normalization_71 (BatchNo (None, 3, 3, 320) 960 conv2d_75[0][0]
__________________________________________________________________________________________________
batch_normalization_75 (BatchNo (None, 3, 3, 192) 576 conv2d_79[0][0]
__________________________________________________________________________________________________
activation_72 (Activation) (None, 3, 3, 320) 0 batch_normalization_71[0][0]
__________________________________________________________________________________________________
activation_76 (Activation) (None, 3, 3, 192) 0 batch_normalization_75[0][0]
__________________________________________________________________________________________________
max_pooling2d_7 (MaxPooling2D) (None, 3, 3, 768) 0 mixed7[0][0]
__________________________________________________________________________________________________
mixed8 (Concatenate) (None, 3, 3, 1280) 0 activation_72[0][0]
activation_76[0][0]
max_pooling2d_7[0][0]
__________________________________________________________________________________________________
conv2d_84 (Conv2D) (None, 3, 3, 448) 573440 mixed8[0][0]
__________________________________________________________________________________________________
batch_normalization_80 (BatchNo (None, 3, 3, 448) 1344 conv2d_84[0][0]
__________________________________________________________________________________________________
activation_81 (Activation) (None, 3, 3, 448) 0 batch_normalization_80[0][0]
__________________________________________________________________________________________________
conv2d_81 (Conv2D) (None, 3, 3, 384) 491520 mixed8[0][0]
__________________________________________________________________________________________________
conv2d_85 (Conv2D) (None, 3, 3, 384) 1548288 activation_81[0][0]
__________________________________________________________________________________________________
batch_normalization_77 (BatchNo (None, 3, 3, 384) 1152 conv2d_81[0][0]
__________________________________________________________________________________________________
batch_normalization_81 (BatchNo (None, 3, 3, 384) 1152 conv2d_85[0][0]
__________________________________________________________________________________________________
activation_78 (Activation) (None, 3, 3, 384) 0 batch_normalization_77[0][0]
__________________________________________________________________________________________________
activation_82 (Activation) (None, 3, 3, 384) 0 batch_normalization_81[0][0]
__________________________________________________________________________________________________
conv2d_82 (Conv2D) (None, 3, 3, 384) 442368 activation_78[0][0]
__________________________________________________________________________________________________
conv2d_83 (Conv2D) (None, 3, 3, 384) 442368 activation_78[0][0]
__________________________________________________________________________________________________
conv2d_86 (Conv2D) (None, 3, 3, 384) 442368 activation_82[0][0]
__________________________________________________________________________________________________
conv2d_87 (Conv2D) (None, 3, 3, 384) 442368 activation_82[0][0]
__________________________________________________________________________________________________
average_pooling2d_7 (AveragePoo (None, 3, 3, 1280) 0 mixed8[0][0]
__________________________________________________________________________________________________
conv2d_80 (Conv2D) (None, 3, 3, 320) 409600 mixed8[0][0]
__________________________________________________________________________________________________
batch_normalization_78 (BatchNo (None, 3, 3, 384) 1152 conv2d_82[0][0]
__________________________________________________________________________________________________
batch_normalization_79 (BatchNo (None, 3, 3, 384) 1152 conv2d_83[0][0]
__________________________________________________________________________________________________
batch_normalization_82 (BatchNo (None, 3, 3, 384) 1152 conv2d_86[0][0]
__________________________________________________________________________________________________
batch_normalization_83 (BatchNo (None, 3, 3, 384) 1152 conv2d_87[0][0]
__________________________________________________________________________________________________
conv2d_88 (Conv2D) (None, 3, 3, 192) 245760 average_pooling2d_7[0][0]
__________________________________________________________________________________________________
batch_normalization_76 (BatchNo (None, 3, 3, 320) 960 conv2d_80[0][0]
__________________________________________________________________________________________________
activation_79 (Activation) (None, 3, 3, 384) 0 batch_normalization_78[0][0]
__________________________________________________________________________________________________
activation_80 (Activation) (None, 3, 3, 384) 0 batch_normalization_79[0][0]
__________________________________________________________________________________________________
activation_83 (Activation) (None, 3, 3, 384) 0 batch_normalization_82[0][0]
__________________________________________________________________________________________________
activation_84 (Activation) (None, 3, 3, 384) 0 batch_normalization_83[0][0]
__________________________________________________________________________________________________
batch_normalization_84 (BatchNo (None, 3, 3, 192) 576 conv2d_88[0][0]
__________________________________________________________________________________________________
activation_77 (Activation) (None, 3, 3, 320) 0 batch_normalization_76[0][0]
__________________________________________________________________________________________________
mixed9_0 (Concatenate) (None, 3, 3, 768) 0 activation_79[0][0]
activation_80[0][0]
__________________________________________________________________________________________________
concatenate (Concatenate) (None, 3, 3, 768) 0 activation_83[0][0]
activation_84[0][0]
__________________________________________________________________________________________________
activation_85 (Activation) (None, 3, 3, 192) 0 batch_normalization_84[0][0]
__________________________________________________________________________________________________
mixed9 (Concatenate) (None, 3, 3, 2048) 0 activation_77[0][0]
mixed9_0[0][0]
concatenate[0][0]
activation_85[0][0]
__________________________________________________________________________________________________
conv2d_93 (Conv2D) (None, 3, 3, 448) 917504 mixed9[0][0]
__________________________________________________________________________________________________
batch_normalization_89 (BatchNo (None, 3, 3, 448) 1344 conv2d_93[0][0]
__________________________________________________________________________________________________
activation_90 (Activation) (None, 3, 3, 448) 0 batch_normalization_89[0][0]
__________________________________________________________________________________________________
conv2d_90 (Conv2D) (None, 3, 3, 384) 786432 mixed9[0][0]
__________________________________________________________________________________________________
conv2d_94 (Conv2D) (None, 3, 3, 384) 1548288 activation_90[0][0]
__________________________________________________________________________________________________
batch_normalization_86 (BatchNo (None, 3, 3, 384) 1152 conv2d_90[0][0]
__________________________________________________________________________________________________
batch_normalization_90 (BatchNo (None, 3, 3, 384) 1152 conv2d_94[0][0]
__________________________________________________________________________________________________
activation_87 (Activation) (None, 3, 3, 384) 0 batch_normalization_86[0][0]
__________________________________________________________________________________________________
activation_91 (Activation) (None, 3, 3, 384) 0 batch_normalization_90[0][0]
__________________________________________________________________________________________________
conv2d_91 (Conv2D) (None, 3, 3, 384) 442368 activation_87[0][0]
__________________________________________________________________________________________________
conv2d_92 (Conv2D) (None, 3, 3, 384) 442368 activation_87[0][0]
__________________________________________________________________________________________________
conv2d_95 (Conv2D) (None, 3, 3, 384) 442368 activation_91[0][0]
__________________________________________________________________________________________________
conv2d_96 (Conv2D) (None, 3, 3, 384) 442368 activation_91[0][0]
__________________________________________________________________________________________________
average_pooling2d_8 (AveragePoo (None, 3, 3, 2048) 0 mixed9[0][0]
__________________________________________________________________________________________________
conv2d_89 (Conv2D) (None, 3, 3, 320) 655360 mixed9[0][0]
__________________________________________________________________________________________________
batch_normalization_87 (BatchNo (None, 3, 3, 384) 1152 conv2d_91[0][0]
__________________________________________________________________________________________________
batch_normalization_88 (BatchNo (None, 3, 3, 384) 1152 conv2d_92[0][0]
__________________________________________________________________________________________________
batch_normalization_91 (BatchNo (None, 3, 3, 384) 1152 conv2d_95[0][0]
__________________________________________________________________________________________________
batch_normalization_92 (BatchNo (None, 3, 3, 384) 1152 conv2d_96[0][0]
__________________________________________________________________________________________________
conv2d_97 (Conv2D) (None, 3, 3, 192) 393216 average_pooling2d_8[0][0]
__________________________________________________________________________________________________
batch_normalization_85 (BatchNo (None, 3, 3, 320) 960 conv2d_89[0][0]
__________________________________________________________________________________________________
activation_88 (Activation) (None, 3, 3, 384) 0 batch_normalization_87[0][0]
__________________________________________________________________________________________________
activation_89 (Activation) (None, 3, 3, 384) 0 batch_normalization_88[0][0]
__________________________________________________________________________________________________
activation_92 (Activation) (None, 3, 3, 384) 0 batch_normalization_91[0][0]
__________________________________________________________________________________________________
activation_93 (Activation) (None, 3, 3, 384) 0 batch_normalization_92[0][0]
__________________________________________________________________________________________________
batch_normalization_93 (BatchNo (None, 3, 3, 192) 576 conv2d_97[0][0]
__________________________________________________________________________________________________
activation_86 (Activation) (None, 3, 3, 320) 0 batch_normalization_85[0][0]
__________________________________________________________________________________________________
mixed9_1 (Concatenate) (None, 3, 3, 768) 0 activation_88[0][0]
activation_89[0][0]
__________________________________________________________________________________________________
concatenate_1 (Concatenate) (None, 3, 3, 768) 0 activation_92[0][0]
activation_93[0][0]
__________________________________________________________________________________________________
activation_94 (Activation) (None, 3, 3, 192) 0 batch_normalization_93[0][0]
__________________________________________________________________________________________________
mixed10 (Concatenate) (None, 3, 3, 2048) 0 activation_86[0][0]
mixed9_1[0][0]
concatenate_1[0][0]
activation_94[0][0]
==================================================================================================
Total params: 21,802,784
Trainable params: 21,768,352
Non-trainable params: 34,432
__________________________________________________________________________________________________